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Accepted for/Published in: Interactive Journal of Medical Research

Date Submitted: Jan 25, 2023
Open Peer Review Period: Jan 25, 2023 - Mar 22, 2023
Date Accepted: Jan 14, 2025
Date Submitted to PubMed: Jan 14, 2025
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

An Automated Clinical Laboratory Decision Support System for Test Utilization, Medical Necessity Verification, and Payment Processing

Beqaj S, Shrestha R, Hamill T

An Automated Clinical Laboratory Decision Support System for Test Utilization, Medical Necessity Verification, and Payment Processing

Interact J Med Res 2025;14:e46007

DOI: 10.2196/46007

PMID: 39808833

PMCID: 11862781

An Automated Clinical Laboratory Decision Support System for Test Utilization, Medical Necessity Verification and Payment Processing

  • Safedin Beqaj; 
  • Rojeet Shrestha; 
  • Tim Hamill

ABSTRACT

Physicians could improve the efficiency of the healthcare system if a reliable resource was available to aid them in better understanding, selecting, and interpreting the diagnostic laboratory tests [1]. It has been well established and widely recognized that (a) laboratory testing provides 70-85% of the objective data that physicians use in diagnosis and treatment of their patients, (b) orders for laboratory tests in the U.S. have increased with an estimated volume of 4–5 billion tests per year , (c) there is a lack of user friendly tools to guide physicians in their test selection and ordering, and (d) laboratory test overutilization and underutilization continue to represent a pervasive source of inefficiency in healthcare system.


 Citation

Please cite as:

Beqaj S, Shrestha R, Hamill T

An Automated Clinical Laboratory Decision Support System for Test Utilization, Medical Necessity Verification, and Payment Processing

Interact J Med Res 2025;14:e46007

DOI: 10.2196/46007

PMID: 39808833

PMCID: 11862781

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